kaushik4444 / Human-Activity-Recognition-using-Various-Machine-Learning-and-Deep-Learning-models

Basketball Game Activities recognition (HAR) using Classical Machine Learning techniques and also Deep Learning algorithms and a brief comparison between them.

Development of Various Machine Learning and Deep Learning models for Human Activity Recognition

Basketball Game Activities recognition (HAR) using Classical Machine Learning techniques and also Deep Learning algorithms and a brief comparison between them.

• Fused the data from e-sense and bangle.js sensors together after data cleaning, handling missing data, and resampling using interpolation.

• Implemented Sliding window technique and Stratified splitting technique and performed per-subject and cross-subject validations.

• Trained and worked on optimization of KNN, SVM, CNN, and LSTM networks.